Publications of Sabrina Guastavino ordered by citations

A list of publications authored or co-authored by Sabrina Guastavino, derived from the SAO/NASA Astrophysics Data System (ADS) and ordered by the numbers of citations.

Orcid ID: 0000-0001-7047-1148

32	Implementation paradigm for supervised flare forecasting studies: A deep learning application with video data Guastavino, Sabrina, Marchetti, Francesco, Benvenuto, Federico, Campi, Cristina & Piana, Michele, 2022, A&A, 662, A105
28	Flare-forecasting Algorithms Based on High-gradient Polarity Inversion Lines in Active Regions Cicogna, Domenico, Berrilli, Francesco, Calchetti, Daniele, Del Moro, Dario, Giovannelli, Luca, Benvenuto, Federico, Campi, Cristina, Guastavino, Sabrina & Piana, Michele, 2021, ApJ, 915, 38
28	The STIX Imaging Concept Massa, Paolo, Hurford, Gordon J., Volpara, Anna, Kuhar, Matej, Battaglia, Andrea F., Xiao, Hualin, Casadei, Diego, Perracchione, Emma, Garbarino, Sara, Guastavino, Sabrina, Collier, Hannah, Dickson, Ewan C. M., Emslie, A. Gordon, Ryan, Daniel F., Maloney, Shane A., Schuller, Frederic, Warmuth, Alexander, Massone, Anna Maria, Benvenuto, Federico, Piana, Michele & Krucker, Säm, 2023, Solar Physics, 298, 114
18	Physics-driven Machine Learning for the Prediction of Coronal Mass Ejections' Travel Times Guastavino, Sabrina, Candiani, Valentina, Bemporad, Alessandro, Marchetti, Francesco, Benvenuto, Federico, Massone, Anna Maria, Mancuso, Salvatore, Susino, Roberto, Telloni, Daniele, Fineschi, Silvano & Piana, Michele, 2023, ApJ, 954, 151
15	Metis Observation of the Onset of Fully Developed Turbulence in the Solar Corona Telloni, Daniele, Sorriso-Valvo, Luca, Zank, Gary P., Velli, Marco, Andretta, Vincenzo, Perrone, Denise, Marino, Raffaele, Carbone, Francesco, Vecchio, Antonio, Adhikari, Laxman, Zhao, Lingling, Guastavino, Sabrina, Camattari, Fabiana, Shi, Chen, Sioulas, Nikos, Huang, Zesen, Romoli, Marco, Antonucci, Ester, Da Deppo, Vania, Fineschi, Silvano, Grimani, Catia, Heinzel, Petr, Moses, John D., Naletto, Giampiero, Nicolini, Gianalfredo, Spadaro, Daniele, Stangalini, Marco, Teriaca, Luca, Uslenghi, Michela, Abbo, Lucia, Auchère, Frédéric, Cuadrado, Regina Aznar, Berlicki, Arkadiusz, Bruno, Roberto, Burtovoi, Aleksandr, Capobianco, Gerardo, Casini, Chiara, Casti, Marta, Chioetto, Paolo, Corso, Alain J., D'Amicis, Raffaella, De Leo, Yara, Fabi, Michele, Frassati, Federica, Frassetto, Fabio, Giordano, Silvio, Guglielmino, Salvo L., Jerse, Giovanna, Landini, Federico, Liberatore, Alessandro, Magli, Enrico, Massone, Giuseppe, Nisticò, Giuseppe, Pancrazzi, Maurizio, Pelizzo, Maria G., Peter, Hardi, Plainaki, Christina, Poletto, Luca, Reale, Fabio, Romano, Paolo, Russano, Giuliana, Sasso, Clementina, Schühle, Udo, Solanki, Sami K., Strachan, Leonard, Straus, Thomas, Susino, Roberto, Ventura, Rita, Volpicelli, Cosimo A., Woch, Joachim, Zangrilli, Luca, Zimbardo, Gaetano & Zuppella, Paola, 2024, The Astrophysical Journal Letters, 973, L48
12	Prediction Capability of Geomagnetic Events from Solar Wind Data Using Neural Networks Telloni, Daniele, Schiavo, Maurizio Lo, Magli, Enrico, Fineschi, Silvano, Guastavino, Sabrina, Nicolini, Gianalfredo, Susino, Roberto, Giordano, Silvio, Amadori, Francesco, Candiani, Valentina, Massone, Anna Maria & Piana, Michele, 2023, ApJ, 952, 111
9	Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches Guastavino, Sabrina, Bahamazava, Katsiaryna, Perracchione, Emma, Camattari, Fabiana, Audone, Gianluca, Telloni, Daniele, Susino, Roberto, Nicolini, Gianalfredo, Fineschi, Silvano, Piana, Michele & Massone, Anna Maria, 2024, ApJ, 971, 94
8	Bad and Good Errors: Value-Weighted Skill Scores in Deep Ensemble Learning Guastavino, Sabrina, Piana, Michele & Benvenuto, Federico, 2024, IEEE Transactions on Neural Networks and Learning Systems, 35, 1993
7	Artificial Intelligence for the Characterization of the 2024 May Superstorm: Active Region Classification, Flare Forecasting, and Geomagnetic Storm Prediction Guastavino, Sabrina, Legnaro, Edoardo, Massone, Anna Maria & Piana, Michele, 2025, ApJ, 985, 53
5	A mathematical model for image saturation with an application to the restoration of solar images via adaptive sparse deconvolution Guastavino, S. & Benvenuto, F., 2021, Inverse Problems, 37, 015010
0	ARCAFF: Cutout classification dataset Legnaro, E., Wright, P. J., Murray, S. A., Guastavino, S., Piana, M., Massone, A. M. & Maloney, S. A., 2026, A&A, 710, A91
0	Quasi-biennial Statistical Coupling of Solar Flares and Coronal Mass Ejections: Evidence for a Common Driving Process during Solar Maximum Telloni, Daniele, Guastavino, Sabrina, Camattari, Fabiana, Antonucci, Ester, Massone, Anna Maria, Benvenuto, Federico & Piana, Michele, 2026, ApJ, 1002, 195
0	Disentangling the Anomalous Acceleration of Coronal Mass Ejections via Turbulent Energy Conversion Telloni, Daniele, Guastavino, Sabrina, Zank, Gary P., Sorriso-Valvo, Luca, Bruno, Roberto, Massone, Anna Maria, Benvenuto, Federico & Piana, Michele, 2026, The Astrophysical Journal Letters, 1004, L15
0	Validation of an Extreme-ultraviolet Desaturation Technique for the Atmospheric Imaging Assembly on Board the Solar Dynamics Observatory Using Observations from the Extreme Ultraviolet Imager on Board Solar Orbiter Guastavino, Sabrina, Berghmans, David, Verbeeck, Cis, Hofmeister, Stefan J., Kraaikamp, Emil, Dickson, Ewan C. M., Benvenuto, Federico, Massa, Paolo, Massone, Anna Maria & Piana, Michele, 2026, The Astrophysical Journal Letters, 1005, L50
0	Estimating Coronal Mass Ejection Arrival with Ensemble Physics-Driven Machine Learning: The May 2024 Superstorm Case Guastavino, Sabrina, Legnaro, Edoardo, Massone, Anna Maria & Piana, Michele, 2026, Solar Physics, 301, 53